Model Robustness Report

Generated on 2025-03-27 00:03:36

0.98
Overall Robustness Score

Test Summary

  • Configuration: full
  • Execution Time: 0.00 seconds
  • Test Date: 2025-03-27 00:03:36
  • Category Scores:
    Feature Perturbation: 1.00Outlier Robustness: 0.99Distribution Shift: 1.00Adversarial Robustness: 0.90

Model Information

  • Model Type: Unknown
  • Problem Type: classification
  • Dataset Size: 300 samples
  • Features: 20 features

Interactive Visualizations

Robustness Summary
Feature Importance
Outlier Comparison Isolation Forest
Distribution Shift Mean
Distribution Shift Variance
Distribution Shift Skew
Adversarial Success Rates

Detailed Test Results

Feature Perturbation
Outlier Robustness
Distribution Shift
Adversarial Robustness

No feature perturbation tests were performed.

No outlier robustness tests were performed.

No distribution shift tests were performed.

No adversarial robustness tests were performed.

Generated by DeepBridge Robustness Suite

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